Proceedings of the KSRS Conference (대한원격탐사학회:학술대회논문집)
- 2003.11a
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- Pages.1272-1274
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- 2003
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- 1226-9743(pISSN)
On Combining Genetic Algorithm (GA) and Wavelet for High Dimensional Data Reduction
- Liu, Zhengjun (Chinese Academy of Surveying and Mapping) ;
- Wang, Changyao (LARSIS, the Institute of Remote Sensing Applications, Chinese Academy of Sciences) ;
- Zhang, Jixian (Chinese Academy of Surveying and Mapping) ;
- Yan, Qin (Chinese Academy of Surveying and Mapping)
- Published : 2003.11.03
Abstract
In this paper, we present a new algorithm for high dimensional data reduction based on wavelet decomposition and Genetic Algorithm (GA). Comparative results show the superiority of our algorithm for dimensionality reduction and accuracy improvement.